mesmer.stats.auto_regression._fit_auto_regression_xr#

mesmer.stats.auto_regression._fit_auto_regression_xr(data, dim, lags)#

fit an auto regression - xarray wrapper

Parameters:

  • data (xr.DataArray) – A xr.DataArray to estimate the auto regression over.

  • dim (str) – Dimension along which to fit the auto regression over.

  • lags (int) – The number of lags to include in the model.

Returns:

xr.Dataset – Dataset containing the estimated parameters of the intercept, the AR coeffs and the standard_deviation of the residuals.